AI Breakdown

AI Breakdown

The podcast where we use AI to breakdown the recent AI papers and provide simplified explanations of intricate AI topics for educational purposes.

The content presented here is generated automatically by utilizing LLM and text to speech technologies. While every effort is made to ensure accuracy, any potential misrepresentations or inaccuracies are unintentional due to evolving technology. We value your feedback to enhance our podcast and provide you with the best possible learning experience.

If you see a paper that you want us to cover or you have any feedback, please reach out to us on twitter https://twitter.com/agi_breakdown

Latest Episode

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens (19.08.2025)

Previous Episodes

  • Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models 15.08.2025
  • Persona Vectors: Monitoring and Controlling Character Traits in Language Models 13.08.2025
  • Learn Globally, Speak Locally: Bridging the Gaps in Multilingual Reasoning 01.08.2025
  • Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards 31.07.2025
  • Working with AI: Measuring the Occupational Implications of Generative AI 31.07.2025
  • Towards physician-centered oversight of conversational diagnostic AI 30.07.2025
  • Learning without training: The implicit dynamics of in-context learning 28.07.2025
  • Aime: Towards Fully-Autonomous Multi-Agent Framework 25.07.2025
  • ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation 23.07.2025
  • 4KAgent: Agentic Any Image to 4K Super-Resolution 18.07.2025
  • Critiques of World Models 16.07.2025
  • Arxiv paper - Expert-level validation of AI-generated medical text with scalable language models 15.07.2025
  • Arxiv paper - ImplicitQA: Going beyond frames towards Implicit Video Reasoning 11.07.2025
  • Arxiv paper - BlenderFusion: 3D-Grounded Visual Editing and Generative Compositing 08.07.2025
  • Arxiv paper - Strategic Intelligence in Large Language Models: Evidence from evolutionary Game Theory 08.07.2025
  • Blogpost paper - Project Vend: Can Claude run a small shop? (And why does that matter?) 02.07.2025
  • Arxiv paper - Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens 02.07.2025
  • Arxiv paper - SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing 30.06.2025
  • Arxiv paper - OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization 28.06.2025
  • Arxiv paper - Long-Context State-Space Video World Models 26.06.2025

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